Accelerating Sparse Deep Neural Network Inference Using GPU Tensor Cores.
Yufei SunLong ZhengQinggang WangXiangyu YeYu HuangPengcheng YaoXiaofei LiaoHai JinPublished in: HPEC (2022)
Keyphrases
- neural network
- tensor decomposition
- real time
- high order
- tensor factorization
- sparse data
- pattern recognition
- higher order
- inference process
- probabilistic inference
- back propagation
- sparse representation
- tensor space
- belief nets
- diffusion tensor
- neural network model
- fuzzy logic
- high dimensional
- gpu implementation
- artificial neural networks
- parallel computing
- dictionary learning
- medical images
- expert systems
- pairwise
- gpu accelerated
- parallel architectures
- graphics hardware
- parallel computation
- general purpose
- magnetic resonance images
- bayesian inference
- linear combination
- neural nets
- bp neural network
- recurrent neural networks
- multilayer perceptron
- parallel processing